Os Usage
goinfinite/os
A skill your agent uses when deploying or managing applications on an Infinite OS instance — maps the dashboard, CLI, and REST API, and gives the core deployment workflows.
Deploy, update manifests, and troubleshoot the ambient-ui component.
$ npx skills add ambient-code/platform --skill deploy -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ambient-code/platform deploy --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ambient-code/platform.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/deployments/ambient-ui .claude/skills/deploy && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "deploy" agent skill from https://github.com/ambient-code/platform/tree/main/skills/deployments/ambient-ui into .claude/skills/deploy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deploy", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ambient-code/platform/tree/main/skills/deployments/ambient-uiType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ambient-code/platform --skill deploy -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ambient-code/platform deploy --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ambient-code/platform.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/deployments/ambient-ui .agents/skills/deploy && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "deploy" agent skill from https://github.com/ambient-code/platform/tree/main/skills/deployments/ambient-ui into .agents/skills/deploy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deploy", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ambient-code/platform --skill deploy -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ambient-code/platform deploy --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ambient-code/platform.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/deployments/ambient-ui .cursor/skills/deploy && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "deploy" agent skill from https://github.com/ambient-code/platform/tree/main/skills/deployments/ambient-ui into .cursor/skills/deploy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deploy", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ambient-code/platform.git --path skills/deployments/ambient-ui--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ambient-code/platform --skill deploy -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ambient-code/platform deploy --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ambient-code/platform.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/deployments/ambient-ui .gemini/skills/deploy && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "deploy" agent skill from https://github.com/ambient-code/platform/tree/main/skills/deployments/ambient-ui into .gemini/skills/deploy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deploy", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ambient-code/platform deployInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ambient-code/platform --skill deploy -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ambient-code/platform.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/deployments/ambient-ui .github/skills/deploy && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "deploy" agent skill from https://github.com/ambient-code/platform/tree/main/skills/deployments/ambient-ui into .github/skills/deploy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deploy", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ambient-code/platform --skill deploy -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ambient-code/platform deploy --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ambient-code/platform.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/deployments/ambient-ui .opencode/skills/deploy && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "deploy" agent skill from https://github.com/ambient-code/platform/tree/main/skills/deployments/ambient-ui into .opencode/skills/deploy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deploy", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
deployDeploy, update manifests, and troubleshoot the ambient-ui component.
Deploy is an agent skill from ambient-code/platform. Deploy, update manifests, and troubleshoot the ambient-ui component. Use when creating or modifying deployment manifests, adding ambient-ui to a new overlay, building images, or debugging cluster issues.
Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud, covering Deployment, Authentication and OAuth and OpenID Connect. It works with Docker. The repository describes itself as: Vision/Mission https://ambient-code.ai : Virtual team management and collaboration platform. User guides: https://ambient-code.github.io/platform/. The licence is MIT.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 57e8af8. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
podmanopensslcurlmakeFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
ambient-ui-ambient-api.apps.rosa.hcmais01ue1.s9m2.p3.openshiftapps.comkeycloak-ambient-keycloak.apps.rosa.hcmais01ue1.s9m2.p3.openshiftapps.comsso.redhat.comFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
SSO_CLIENT_SECRETSESSION_SECRETFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Deploy loads about 2.6k tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 796 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from ambient-code/platform at commit 57e8af8, republished under its MIT licence (© ambient-code). 796 words, ~2,555 tokens.
.claude/skills/deploy/SKILL.md (or your agent's skills folder).Instructions for deploying the ambient-ui component across environments.
$ARGUMENTSThe ambient-ui is a Next.js BFF (Backend-for-Frontend) that handles OIDC authentication as a confidential client, manages server-side sessions, and proxies API requests to the ambient-api-server with JWT relay.
Route (port 443, TLS edge termination)
→ Service (port 3000)
→ Next.js BFF (port 3000)
├── OIDC auth (Authorization Code Flow + PKCE against Red Hat SSO)
├── Server-side session (iron-session, httpOnly cookie)
├── JWT relay to ambient-api-server (Authorization: Bearer <jwt>)
└── ambient-api-server (port 8000, HTTPS, validates JWT against same issuer)No sidecar proxy. The BFF IS the confidential OIDC client. The browser never receives a raw JWT — only an httpOnly session cookie.
| File | Purpose |
|---|---|
components/manifests/base/core/ambient-ui-deployment.yaml | Base Deployment, ServiceAccount, Service |
components/manifests/overlays/kind/kustomization.yaml | Kind overlay (Quay images, no auth) |
components/manifests/overlays/kind-local/kustomization.yaml | Kind-local overlay (localhost images) |
components/ambient-ui/Dockerfile | Multi-stage Docker build |
.github/workflows/components-build-deploy.yml | CI build matrix entry |
components/manifests/overlays/hcmais/kustomization.yaml | HCMAIS overlay (ambient-api namespace, Keycloak SSO) |
Production overlay files exist (ambient-ui-oauth-patch.yaml, etc.) but are
disabled — they used origin-oauth-proxy which can't produce JWTs. See Auth section.
Build context is ./components (not ./components/ambient-ui), because
the Dockerfile references ambient-sdk/ts-sdk as a sibling.
SDK dist/ is gitignored. The Dockerfile must build it:
COPY ambient-sdk/ts-sdk /ambient-sdk/ts-sdk
RUN cd /ambient-sdk/ts-sdk && npm install --ignore-scripts && npm run buildStandalone output path. outputFileTracingRoot: ../.. in next.config.js
resolves to / in Docker (WORKDIR /app), so standalone nests under app/:
cp -r .next/standalone/app/. /app-output/Locally it nests under components/ambient-ui/. Always verify with:
find .next/standalone -name server.js -not -path '*/node_modules/*'Webpack, not Turbopack. The build script is next build --webpack.
Turbopack cannot resolve file: linked dependencies.
OpenShift permissions. The builder stage must run:
chmod -R g=u /app-output && chgrp -R 0 /app-outputThe runner image (Red Hat Hardened Image) is distroless — no shell at runtime.
podman build -t ambient-ui-test -f components/ambient-ui/Dockerfile components/
podman run --rm ambient-ui-test node -e 'require("fs").statSync("/app/server.js"); console.log("server.js found")'
podman run -d --name ambient-ui-test -e HOSTNAME=0.0.0.0 ambient-ui-test
podman exec ambient-ui-test node -e "require('http').get('http://localhost:3000/', r => { console.log(r.statusCode); r.on('data',()=>{}); r.on('end',()=>process.exit(0)); })"
podman stop ambient-ui-test && podman rm ambient-ui-test| Env Var | kind / local | Production |
|---|---|---|
API_SERVER_URL | http://ambient-api-server:8000 | https://ambient-api-server:8000 |
NODE_EXTRA_CA_CERTS | (unset) | /etc/ssl/service-ca/service-ca.crt (from service-ca ConfigMap) |
SSO_ISSUER_URL | Keycloak realm URL (auto-generated by make dev COMPONENT=ambient-ui) | https://sso.redhat.com/auth/realms/redhat-external |
SSO_CLIENT_ID | ambient-frontend (Kind Keycloak) | OIDC client ID |
SSO_CLIENT_SECRET | dev-secret-do-not-use-in-prod (Kind Keycloak) | OIDC client secret (from Secret) |
SESSION_SECRET | auto-generated from cluster name | Random 32+ byte string (from Secret) |
NEXT_PUBLIC_PREVIEW_ALLOWED_HOSTS | (unset, defaults localhost:*) | target domains |
The BFF handles OIDC directly using Authorization Code Flow with PKCE:
Authorization: Bearersso.redhat.com JWKS endpointThis is already implemented in:
src/lib/oidc.ts — OIDC discovery, auth URL, code exchange, token refreshsrc/lib/session.ts — iron-session storage, token expiry, auto-refreshsrc/lib/auth.ts — resolveAccessToken() extracts JWT from sessionsrc/app/api/auth/sso/login/route.ts — initiates OIDC flowsrc/app/api/auth/sso/callback/route.ts — handles callback, stores tokenssrc/app/api/auth/sso/logout/route.ts — destroys sessionAn OIDC confidential client on sso.redhat.com/auth/realms/redhat-external:
openid-connect, access type: confidentialhttps://<ambient-ui-route>/api/auth/sso/callbackopenid, email, profileThen set the env vars: SSO_ISSUER_URL, SSO_CLIENT_ID, SSO_CLIENT_SECRET,
SESSION_SECRET, and AUTH_MODE=native-sso.
The OpenShift origin-oauth-proxy issues opaque sha256~ tokens, not JWTs.
The ambient-api-server requires Red Hat SSO JWTs (--enable-jwt=true).
Confirmed via source code audit: origin-oauth-proxy has zero JWT support.
The upstream OIDC id_token is decoded for claims and permanently discarded
by the OpenShift OAuth server. No configuration can change this.
Production overlay files for oauth-proxy exist as reference but are disabled.
quay.io/ambient_code/vteam_ambient_ui with push access for vteamrobbit.
Create on sso.redhat.com/auth/realms/redhat-external:
openid-connect, access type: confidentialhttps://<route>/api/auth/sso/callbackopenid, email, profileoc create secret generic ambient-ui-config \
--from-literal=sso-client-id=<client-id> \
--from-literal=sso-client-secret=<client-secret> \
--from-literal=session-secret="$(openssl rand -base64 32)"OpenShift Route with TLS edge termination, targeting the ambient-ui Service on port 3000.
resources: [../../base] (ambient-ui-deployment.yaml is in base/core)quay.io/ambient_code/vteam_ambient_uikustomize build overlays/<target> | grep -A5 "name: ambient-ui"The hcmais overlay deploys to ambient-api namespace on the HCMAIS ROSA cluster.
It includes only: ambient-api-server, ambient-api-server-db, ambient-control-plane,
ambient-ui, and postgresql.
Keycloak client — create ambient-ui client in the ambient-code realm at
https://keycloak-ambient-keycloak.apps.rosa.hcmais01ue1.s9m2.p3.openshiftapps.com/admin:
https://ambient-ui-ambient-api.apps.rosa.hcmais01ue1.s9m2.p3.openshiftapps.comhttps://ambient-ui-ambient-api.apps.rosa.hcmais01ue1.s9m2.p3.openshiftapps.com/api/auth/sso/callbackhttps://ambient-ui-ambient-api.apps.rosa.hcmais01ue1.s9m2.p3.openshiftapps.com/*Secrets (create in ambient-api namespace):
# SSO credentials for ambient-ui
oc create secret generic sso-credentials -n ambient-api \
--from-literal=SSO_ISSUER_URL=https://keycloak-ambient-keycloak.apps.rosa.hcmais01ue1.s9m2.p3.openshiftapps.com/realms/ambient-code \
--from-literal=SSO_CLIENT_ID=ambient-ui \
--from-literal=SSO_CLIENT_SECRET=<from-keycloak> \
--from-literal=SESSION_SECRET=$(head -c 32 /dev/urandom | base64 | head -c 32)Deploy:
kustomize build components/manifests/overlays/hcmais | oc apply -n ambient-api -f -Verify:
oc get pods -n ambient-api
curl -s https://ambient-ui-ambient-api.apps.rosa.hcmais01ue1.s9m2.p3.openshiftapps.com/api/healthz| Symptom | Fix |
|---|---|
Cannot find module '/app/server.js' | Copy from .next/standalone/app/ |
Can't resolve 'ambient-sdk' | Build SDK dist in Dockerfile deps stage |
| Liveness probe 401 | Use /api/healthz, not / |
Client sent HTTP request to HTTPS server | Use https:// in API_SERVER_URL |
401 text/plain from API server | Token format mismatch — ensure JWT, not opaque token |
| Turbopack build fails | Use next build --webpack |
kustomize build overlays/<target> valid YAML/api/healthz returns 200© ambient-code, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/deployments/ambient-ui of ambient-code/platform.
Open the folder on GitHubat commit 57e8af8
Deploy next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Deploy this skillambient-code/platform | 131 | — | ~2.6k | Automated safety check: Pass | MIT | |
| Os Usagegoinfinite/os | 361 | — | ~4.8k | Automated safety check: Notes | GPL-2.0 | |
| AI ServerOpentrons/opentrons | 521 | — | ~2.5k | Automated safety check: Notes | Apache-2.0 | |
| Monstermq Broker Configvogler75/monster-mq | 143 | — | ~2.2k | Automated safety check: Pass | GPL-3.0 | |
| Access Protected Vercel Deploymentvercel/vercel-plugin | 301 | — | ~1.9k | Automated safety check: Notes | Custom licence | |
| Frontmcp Deploymentagentfront/frontmcp | 146 | — | ~9.2k | Automated safety check: Notes | Apache-2.0 |
goinfinite/os
A skill your agent uses when deploying or managing applications on an Infinite OS instance — maps the dashboard, CLI, and REST API, and gives the core deployment workflows.
Opentrons/opentrons
Conventions for the opentrons-ai-server FastAPI service — project structure, uv dependency management, settings, testing, Docker, and deployment.
vogler75/monster-mq
Guide for configuring, deploying, and operating the MonsterMQ broker.
vercel/vercel-plugin
Access and test Vercel deployments protected by Vercel Authentication, SSO, or Deployment Protection.
agentfront/frontmcp
A skill your agent uses when deploying, building for production, packaging, or shipping a FrontMCP server.
serithemage/serverless-openclaw
Deploys Serverless OpenClaw CDK stacks to AWS. An agent skill from serithemage/serverless-openclaw.
ambient-code/platform
Run a convention alignment check across the codebase to measure adherence to documented standards.
ambient-code/platform
Perform a comprehensive code review using repository-specific standards.
ambient-code/platform
Create a Cypress-based video demo for a feature branch with cursor, click effects, and captions.
ambient-code/platform
Discover domain-specific skills and context before starting any coding or spec work.
ambient-code/platform
Required context for all frontend work. An agent skill from ambient-code/platform.
ambient-code/platform
A skill your agent uses when creating or updating Gerrit changes — pushing code for review, amending patch sets, setting reviewers and topics.
Works with
Categories
Deploy, update manifests, and troubleshoot the ambient-ui component. Deploy is an agent skill from ambient-code/platform. Deploy, update manifests, and troubleshoot the ambient-ui component.
Deploy fits situations like: modifying deployment manifests; adding ambient-ui to a new overlay; building images; debugging cluster issues.
Run `npx skills add ambient-code/platform --skill deploy -a claude-code`. Or copy the skill folder (skills/deployments/ambient-ui in ambient-code/platform) into .claude/skills/deploy in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ambient-code/platform --skill deploy -a codex`. Or copy the skill folder (skills/deployments/ambient-ui in ambient-code/platform) into .agents/skills/deploy in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ambient-code/platform --skill deploy -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/deploy, .gemini/skills/deploy, .github/skills/deploy and .opencode/skills/deploy in your project.
Going by SKILL.md and its folder, Deploy needs the command-line tools its instructions call (podman, openssl, curl and make) and credentials named SSO_CLIENT_SECRET and SESSION_SECRET. Our summary lists: Node.js; Docker; A credential in SSO_CLIENT_SECRET; A credential in SESSION_SECRET.
SKILL.md names 3 domains. In commands or code: ambient-ui-ambient-api.apps.rosa.hcmais01ue1.s9m2.p3.openshiftapps.com, keycloak-ambient-keycloak.apps.rosa.hcmais01ue1.s9m2.p3.openshiftapps.com and sso.redhat.com; the agent is likely to contact these when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Deploy is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.6k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Deploy: Os Usage (goinfinite/os, 361 stars), AI Server (Opentrons/opentrons, 521 stars), Monstermq Broker Config (vogler75/monster-mq, 143 stars) and Access Protected Vercel Deployment (vercel/vercel-plugin, 301 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ambient-code (a GitHub organization) maintains it in ambient-code/platform, which has 131 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on October 7, 2026.
Source: ambient-code/platform on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.